DINO-X MCP Server

MCPOfficialOpen SourceApache-2.062.5

by IDEA-Research • Uncategorized

An MCP server providing fine-grained object detection and image understanding using DINO-X and Grounding DINO models.

Example Use Cases

1
Fine-grained object detection and region-level image understanding.
2
Structured outputs for visual question answering and multi-step reasoning.
3
Composable MCP servers to build end-to-end visual agents or automation pipelines.

Description

DINO-X MCP Server enables full image detection, object detection, and region-level descriptions with structured outputs including object categories, counts, locations, and attributes. It supports both STDIO and Streamable HTTP transport modes, allowing seamless integration with multimodal applications and other MCP servers. The server is designed for use in visual question answering, multi-step reasoning tasks, and building end-to-end visual agents or automation pipelines.

Capabilities(3 total)

Tools (3)

detect-objects-by-text

Analyze an image based on a text prompt to identify and count specific objects, and return detailed descriptions of the objects and their 2D coordinates.

imageFileUri:string*textPrompt:string*includeDescription:boolean*

detect-all-objects

Analyze an image to detect all identifiable objects, returning the category, count, coordinate positions and detailed descriptions for each object.

imageFileUri:string*includeDescription:boolean*

detect-human-pose-keypoints

Detects 17 keypoints for each person in an image, supporting body posture and movement analysis.

imageFileUri:string*includeDescription:boolean*

Quick Actions

View on GitHub

Security

Scanned 1 month(s) ago

Risk Level

MINIMAL

Read-only data retrieval, no side effects

Trust Score

C58/100

8/17 checks passed

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Quick Stats

Service TypeMCP

Pricing ModelFreemium

Capabilities3 Tools / 0 Prompts / 0 Resources

OwnerIDEA-Research

CategoryUncategorized

DependenciesStandalone

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